{"schema_version":"onlylabs.public_signal.v1","title":"NVIDIA Repo: NVIDIA/nsmd","description":"NVIDIA repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/32b77a72-40b1-4516-9472-bc9b44b98cae","json_url":"https://onlylabs.fyi/signals/32b77a72-40b1-4516-9472-bc9b44b98cae/signal.json","generated_at":"2026-06-11T03:56:01.528496+00:00","org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/nvidia","dossier_json_url":"https://onlylabs.fyi/labs/nvidia/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/32b77a72-40b1-4516-9472-bc9b44b98cae","signal_json":"https://onlylabs.fyi/signals/32b77a72-40b1-4516-9472-bc9b44b98cae/signal.json","source":"https://github.com/NVIDIA/nsmd","lab_dossier":"https://onlylabs.fyi/labs/nvidia","lab_dossier_json":"https://onlylabs.fyi/labs/nvidia/dossier.json","analysis":"https://onlylabs.fyi/analysis/nvidia","analysis_json":"https://onlylabs.fyi/analysis/nvidia/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nvidia/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"NVIDIA published NVIDIA/nsmd (C++). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo NVIDIA/nsmd · language C++ · New repo, low traction. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/NVIDIA/nsmd","source_host":"github.com","occurred_at":"2024-07-23T19:38:54+00:00","first_seen_at":"2026-06-06T01:49:43.157024+00:00","date_source":"source","context":"C++"},"context_markers":[{"label":"Lab","value":"NVIDIA","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"NVIDIA/nsmd","source":"source"},{"label":"Language","value":"C++","source":"source"},{"label":"Stars","value":"11","source":"traction"},{"label":"Notability","value":"New repo, low 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of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/32b77a72-40b1-4516-9472-bc9b44b98cae/signal.json","required":true},{"label":"source","url":"https://github.com/NVIDIA/nsmd","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/nvidia/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/nvidia/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze NVIDIA's repo signal \"NVIDIA/nsmd\" for frontier lab strategy."},"semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/nsmd","text":"NVIDIA published repo NVIDIA/nsmd."},{"subject":"NVIDIA/nsmd","predicate":"is classified as","object":"repo signal","text":"NVIDIA/nsmd is classified as repo signal."},{"subject":"NVIDIA/nsmd","predicate":"belongs to","object":"repos desk","text":"NVIDIA/nsmd belongs to repos desk."},{"subject":"NVIDIA/nsmd","predicate":"has context","object":"C++","text":"NVIDIA/nsmd has context C++."},{"subject":"NVIDIA/nsmd","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/nsmd has evidence coverage 1 captured evidence page."},{"subject":"NVIDIA/nsmd","predicate":"has captured page count","object":"1","text":"NVIDIA/nsmd has captured page count 1."},{"subject":"NVIDIA/nsmd","predicate":"has readable page count","object":"1","text":"NVIDIA/nsmd has readable page count 1."},{"subject":"NVIDIA/nsmd","predicate":"has related signal count","object":"6","text":"NVIDIA/nsmd has related signal count 6."},{"subject":"NVIDIA/nsmd","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"NVIDIA/nsmd has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"NVIDIA/nsmd","predicate":"has source host","object":"github.com","text":"NVIDIA/nsmd has source host github.com."},{"subject":"NVIDIA/nsmd","predicate":"has lab","object":"NVIDIA","text":"NVIDIA/nsmd has lab NVIDIA."},{"subject":"NVIDIA/nsmd","predicate":"has signal desk","object":"repos","text":"NVIDIA/nsmd has signal desk repos."},{"subject":"NVIDIA/nsmd","predicate":"has source host","object":"github.com","text":"NVIDIA/nsmd has source host github.com."},{"subject":"NVIDIA/nsmd","predicate":"has repository","object":"NVIDIA/nsmd","text":"NVIDIA/nsmd has repository NVIDIA/nsmd."},{"subject":"NVIDIA/nsmd","predicate":"has language","object":"C++","text":"NVIDIA/nsmd has language C++."},{"subject":"NVIDIA/nsmd","predicate":"has stars","object":"11","text":"NVIDIA/nsmd has stars 11."},{"subject":"NVIDIA/nsmd","predicate":"has notability","object":"New repo, low traction","text":"NVIDIA/nsmd has notability New repo, low traction."}]},"intelligence":{"signal_desk":"repos","answer":"NVIDIA published NVIDIA/nsmd (C++). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo NVIDIA/nsmd · language C++ · New repo, low traction. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"NVIDIA","predicate":"published repo","object":"NVIDIA/nsmd","text":"NVIDIA published repo NVIDIA/nsmd."},{"subject":"NVIDIA/nsmd","predicate":"is classified as","object":"repo signal","text":"NVIDIA/nsmd is classified as repo signal."},{"subject":"NVIDIA/nsmd","predicate":"belongs to","object":"repos desk","text":"NVIDIA/nsmd belongs to repos desk."},{"subject":"NVIDIA/nsmd","predicate":"has context","object":"C++","text":"NVIDIA/nsmd has context C++."},{"subject":"NVIDIA/nsmd","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NVIDIA/nsmd has evidence coverage 1 captured evidence page."}]},"signal":{"id":"32b77a72-40b1-4516-9472-bc9b44b98cae","url":"https://onlylabs.fyi/signals/32b77a72-40b1-4516-9472-bc9b44b98cae","json_url":"https://onlylabs.fyi/signals/32b77a72-40b1-4516-9472-bc9b44b98cae/signal.json","source_url":"https://github.com/NVIDIA/nsmd","title":"NVIDIA/nsmd","summary":"NVIDIA published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"C++","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2024-07-23T19:38:54+00:00","first_seen_at":"2026-06-06T01:49:43.157024+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/NVIDIA/nsmd"]},"facets":{"repo":"NVIDIA/nsmd","language":"C++"},"traction":{"github_stars":11,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/NVIDIA/nsmd","final_url":"https://github.com/NVIDIA/nsmd","title":"NVIDIA/nsmd repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:56:01.528496+00:00","bytes":37494,"raw_path":"790f5b32550284894bb40654163c46782806f86d4cf6263cc2145f05b6554756.json","content_hash":"b21dabfeb0b622b86212bf0667617f7522963031975d559f28a8ceff548fbea2","excerpt_chars":1200,"truncated":true,"excerpt":"NVIDIA/nsmd Description: MCTP VDM-based Nvidia System Management API Language: C++ License: Apache-2.0 Stars: 11 Forks: 2 Open issues: 1 Created: 2024-07-23T19:38:54Z Pushed: 2026-06-10T18:22:38Z Default branch: develop Fork: no Archived: no README: nsmd - Nvidia System Management Daemon How to build Install dependencies ```bash sudo apt update && sudo apt install build-essential g++-14 gcc-14 libdbus-1-dev libssl-dev nlohmann-json3-dev pkg-config python3-dev sccache valgrind pip install --user meson ninja ``` Install Boost ```bash sudo apt install libboost1.84-all-dev ``` or ```bash sudo apt install libboost1.83-all-dev ``` or download and install it from source. ```bash wget https://downloads.sourceforge.net/project/boost/boost/1.84.0/boost_1_84_0.tar.gz tar -xzf boost_1_84_0.tar.gz cd boost_1_84_0 ./bootstrap.sh --prefix=/usr/local sudo ./b2 -j$(nproc) install ls /usr/local/lib | grep boost grep BOOST_LIB_VERSION /usr/local/include/boost/version.hpp ``` Copy libmctp header for local development > git archive --remote=ssh://git@gitlab-master.nvidia.com:12051/dgx/bmc/libmctp.git develop libmctp-externals.h | tar -x -C common/ Configure and build with Meson ```bash export..."},"evidence_pages":[{"url":"https://github.com/NVIDIA/nsmd","final_url":"https://github.com/NVIDIA/nsmd","title":"NVIDIA/nsmd repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:56:01.528496+00:00","bytes":37494,"raw_path":"790f5b32550284894bb40654163c46782806f86d4cf6263cc2145f05b6554756.json","content_hash":"b21dabfeb0b622b86212bf0667617f7522963031975d559f28a8ceff548fbea2","excerpt_chars":1200,"truncated":true,"excerpt":"NVIDIA/nsmd Description: MCTP VDM-based Nvidia System Management API Language: C++ License: Apache-2.0 Stars: 11 Forks: 2 Open issues: 1 Created: 2024-07-23T19:38:54Z Pushed: 2026-06-10T18:22:38Z Default branch: develop Fork: no Archived: no README: nsmd - Nvidia System Management Daemon How to build Install dependencies ```bash sudo apt update && sudo apt install build-essential g++-14 gcc-14 libdbus-1-dev libssl-dev nlohmann-json3-dev pkg-config python3-dev sccache valgrind pip install --user meson ninja ``` Install Boost ```bash sudo apt install libboost1.84-all-dev ``` or ```bash sudo apt install libboost1.83-all-dev ``` or download and install it from source. ```bash wget https://downloads.sourceforge.net/project/boost/boost/1.84.0/boost_1_84_0.tar.gz tar -xzf boost_1_84_0.tar.gz cd boost_1_84_0 ./bootstrap.sh --prefix=/usr/local sudo ./b2 -j$(nproc) install ls /usr/local/lib | grep boost grep BOOST_LIB_VERSION /usr/local/include/boost/version.hpp ``` Copy libmctp header for local development > git archive --remote=ssh://git@gitlab-master.nvidia.com:12051/dgx/bmc/libmctp.git develop libmctp-externals.h | tar -x -C common/ Configure and build with Meson ```bash export..."}],"related_signals":[{"id":"9c2bf9a4-d1d1-40d5-82e6-f8f753666e51","url":"https://onlylabs.fyi/signals/9c2bf9a4-d1d1-40d5-82e6-f8f753666e51","source_url":"https://github.com/NVIDIA/srt-slurm-recipes","title":"NVIDIA/srt-slurm-recipes","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-06T16:27:18+00:00","first_seen_at":"2026-06-09T07:00:17.261926+00:00","date_source":"source"},{"id":"69994713-c7b8-497a-9632-f22a985e3ab2","url":"https://onlylabs.fyi/signals/69994713-c7b8-497a-9632-f22a985e3ab2","source_url":"https://github.com/NVIDIA/instant-nurec","title":"NVIDIA/instant-nurec","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-22T18:08:59+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"8e495175-9ea0-4970-8f0c-bce8e6eeddbb","url":"https://onlylabs.fyi/signals/8e495175-9ea0-4970-8f0c-bce8e6eeddbb","source_url":"https://github.com/NVIDIA/nv-config-manager","title":"NVIDIA/nv-config-manager","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-21T20:26:37+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"20d352e8-82e7-477b-8bdf-923812420180","url":"https://onlylabs.fyi/signals/20d352e8-82e7-477b-8bdf-923812420180","source_url":"https://github.com/NVIDIA/nurec-skills","title":"NVIDIA/nurec-skills","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-20T18:40:04+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"9ea31493-953e-4b1e-bdf1-e116d282f650","url":"https://onlylabs.fyi/signals/9ea31493-953e-4b1e-bdf1-e116d282f650","source_url":"https://github.com/NVIDIA/cosmos-framework","title":"NVIDIA/cosmos-framework","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-19T16:27:26+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"},{"id":"6d0e432a-4b75-4cda-880e-54189f717d5b","url":"https://onlylabs.fyi/signals/6d0e432a-4b75-4cda-880e-54189f717d5b","source_url":"https://github.com/NVIDIA/harmonizer","title":"NVIDIA/harmonizer","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-05-19T15:39:32+00:00","first_seen_at":"2026-06-05T20:58:43.255815+00:00","date_source":"source"}]}